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Nonlinear Statistical Models
Paperback
Series: Mathematics and Its Applications, Book 254
ISBN13: 9789048142620
Publisher: Springer Nature
Published: Dec 5 2010
Pages: 260
Weight: 0.85
Height: 0.57 Width: 6.14 Depth: 9.21
Language: English
Among the aspects which are considered are linear properties of nonlinear models, multivariate nonlinear regression, intrinsic and parameter effect curvature, algorithms for calculating the L2-estimator and both local and global approximation. In addition to this a chapter has been added on the large topic of nonlinear exponential families.
The volume will be of interest to both experts in the field of nonlinear statistical modelling and to those working in the identification of models and optimization, as well as to statisticians in general.
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